An optimal strategy for UAV-assisted video caching and transcoding

被引:4
|
作者
Chowdhury, A. H. M. Ahmadullah [1 ]
Islam, Irfanul [1 ]
Zahed, M. Ishtiaque A. [1 ]
Ahmad, Iftekhar [2 ]
机构
[1] East Delta Univ, Sch Sci Engn & Technol, Chattogram 4209, Bangladesh
[2] Edith Cowan Univ, Sch Engn, Perth, WA 6027, Australia
关键词
Caching; Cache hit ratio; Delay; Internet traffic; Transcoding; UAV; RESOURCE-ALLOCATION; CONTENT PLACEMENT; EDGE; OPTIMIZATION; DEPLOYMENT; NETWORK; LATENCY; STORAGE; CLOUD;
D O I
10.1016/j.adhoc.2023.103155
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Worldwide Internet traffic has seen phenomenal growth in recent years. The main cause of this exponential upsurge is bandwidth-hungry video streaming and content-sharing services. Caching video files at the edge nodes is a prospective solution for faster content transmission and improved user experience. In addition, the transcoding of video contents is also crucial to address diverse user requirements. While the goal of unmanned aerial vehicle (UAV)-assisted systems so far is on computation offloading, the utilization of UAVs for caching and transcoding was not considered. In this paper, the proposed strategy introduces UAVs to serve requests for video files locally and alleviate backhaul pressure. The proposed optimization model reduces content transmission delay by exploiting caching and transcoding facilities at the UAVs. In addition to the optimization problem formulation, a low-complexity heuristic algorithm is introduced to find an acceptable solution in real time. Simulation results confirm that the proposed UAV-assisted model achieves significant performance gain by reducing content transmission delay and offloading backhaul traffic.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] Optimal Position Planning of UAV Relays in UAV-assisted Vehicular Networks
    Su, Yuhan
    LiWang, Minghui
    Hosseinalipour, Seyyedali
    Huang, Lianfen
    Dai, Huaiyu
    [J]. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021), 2021,
  • [22] UAV-Assisted Edge Caching Under Uncertain Demand: A Data-Driven Distributionally Robust Joint Strategy
    Li, Xuanheng
    Liu, Jiahong
    Zhao, Nan
    Wang, Xianbin
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70 (05) : 3499 - 3511
  • [23] Toward Optimal Deployment of UAV Relays in UAV-Assisted Internet of Vehicles
    Su, Yuhan
    Liwang, Minghui
    Chen, Zhong
    Du, Xiaojiang
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, 72 (10) : 13392 - 13405
  • [24] Optimal Jammer Placement in UAV-assisted Relay Networks
    Hosseinalipour, Seyyedali
    Rahmati, Ali
    Dai, Huaiyu
    [J]. ICC 2020 - 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2020,
  • [25] Latency Optimization in UAV-Assisted Mobile Edge Computing Empowered by Caching Mechanisms
    Zhang, Heng
    Sun, Zhemin
    Yang, Chaoqun
    Cao, Xianghui
    [J]. IEEE Journal on Miniaturization for Air and Space Systems, 2024, 5 (04): : 228 - 236
  • [26] Resource Allocation for UAV-Assisted MIMO-NOMA Wireless Caching Networks
    Yin, Yue
    Liu, Miao
    Gui, Guan
    Sari, Hikmet
    [J]. 2021 21ST INTERNATIONAL CONFERENCE ON SOFTWARE QUALITY, RELIABILITY AND SECURITY COMPANION (QRS-C 2021), 2021, : 1006 - 1010
  • [27] UAV-Assisted Content Caching for Human-Centric Consumer Applications in IoV
    Wang, Wen
    Xu, Xiaolong
    Bilal, Muhammad
    Khan, Maqbool
    Xing, Yizhou
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2024, 70 (01) : 927 - 938
  • [28] Novel Optimal Trajectory Design in UAV-Assisted Networks: A Mechanical Equivalence-Based Strategy
    Yuan, Xiaopeng
    Hu, Yulin
    Li, Deshi
    Schmeink, Anke
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 39 (11) : 3524 - 3541
  • [29] A Smart Content Caching and Replacement Scheme for UAV-Assisted Fog Computing Network
    Li, Xujie
    Shen, Jichang
    Sun, Ying
    Wang, Ziya
    Zheng, Xuedong
    [J]. 2020 12TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2020, : 1040 - 1045
  • [30] UAV-Assisted MEC System Considering UAV Trajectory and Task Offloading Strategy
    Xiang, Kun
    He, Yejun
    [J]. ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 4677 - 4682